Micro-Ring Perceptron Sensor for High-Speed, Low-Power Radio-Frequency Signal
Published in arXiv:2504.16119, 2025
The micro-ring perceptron (MiRP) sensor overcomes the limitations of conventional RF sensing, such as detector noise and Nyquist rate sampling requirements. By embedding nonlinear optical dynamics into an end-to-end architecture, the MiRP sensor maps input signals into a learned feature space, enabling efficient classification of low-power signals even at 1/49 the Nyquist rate.
Recommended citation: Bo-Han Wu, Shi-Yuan Ma, Sri Krishna Vadlamani, Hyeongrak Choi, Dirk Englund. (2025). arXiv preprint arXiv:2504.16119.
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